AIMC Topic: Autism Spectrum Disorder

Clear Filters Showing 11 to 20 of 342 articles

Machine Learning and Structural Dynamics-Based Approach to Reveal Molecular Mechanism of PTEN Missense Mutations Shared by Cancer and Autism Spectrum Disorder.

Journal of chemical information and modeling Apr 14, 2025
Missense mutations in oncogenic proteins that are concurrently associated with neurodevelopmental disorders have garnered significant attention. Phosphatase and tensin homologue (PTEN) serves as a paradigmatic model for mapping its mutational landsca...
Mutation, Missense PTEN Phosphohydrolase Humans Machine Learning Autism Spectrum Disorder Neoplasms Molecular Dynamics Simulation Protein Conformation
View on PubMed DOI

The differential diagnosis of autism spectrum disorder in adults.

Expert review of neurotherapeutics Apr 13, 2025
INTRODUCTION: Diagnosing autism spectrum disorder (ASD) in adults is challenging due to its heterogeneity and symptom overlap with other conditions. Making an accurate diagnosis can be difficult and overwhelming but is vital for proper accommodations...
Humans Autism Spectrum Disorder Adult Diagnosis, Differential
View on PubMed DOI

Leveraging artificial intelligence for diagnosis of children autism through facial expressions.

Scientific reports Apr 8, 2025
The global population contains a substantial number of individuals who experience autism spectrum disorder, thus requiring immediate identification to enable successful intervention approaches. The authors assess the detection of autism-related learn...
Artificial Intelligence Autism Spectrum Disorder Female Humans Child Facial Expression Autistic Disorder Male Deep Learning Child, Preschool
View on PubMed DOI

Transformer-based deep learning ensemble framework predicts autism spectrum disorder using health administrative and birth registry data.

Scientific reports Apr 7, 2025
Early diagnosis and access to resources, support and therapy are critical for improving long-term outcomes for children with autism spectrum disorder (ASD). ASD is typically detected using a case-finding approach based on symptoms and family history,...
Humans Deep Learning Infant, Newborn Databases, Factual Registries Child, Preschool Autism Spectrum Disorder Male Ontario Neonatal Screening Female Infant
View on PubMed DOI

Machine learning of clinical phenotypes facilitates autism screening and identifies novel subgroups with distinct transcriptomic profiles.

Scientific reports Apr 5, 2025
Autism spectrum disorder (ASD) presents significant challenges in diagnosis and intervention due to its diverse clinical manifestations and underlying biological complexity. This study explored machine learning approaches to enhance ASD screening acc...
Male Gene Expression Profiling Transcriptome Phenotype Autism Spectrum Disorder Humans Female Machine Learning Child Cluster Analysis Autistic Disorder
View on PubMed DOI

Using machine learning to identify features associated with different types of self-injurious behaviors in autistic youth.

Psychological medicine Mar 31, 2025
BACKGROUND: Self-injurious behaviors (SIB) are common in autistic people. SIB is mainly studied as a broad category, rather than by specific SIB types. We aimed to determine associations of distinct SIB types with common psychiatric, emotional, medic...
Child Humans Autistic Disorder Machine Learning Self-Injurious Behavior Autism Spectrum Disorder Male Female Surveys and Questionnaires Adolescent Young Adult Child, Preschool Adult
View on PubMed DOI

Automated Autism Assessment With Multimodal Data and Ensemble Learning: A Scalable and Consistent Robot-Enhanced Therapy Framework.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Mar 31, 2025
Navigating the complexities of Autism Spectrum Disorder (ASD) diagnosis and intervention requires a nuanced approach that addresses both the inherent variability in therapeutic practices and the imperative for scalable solutions. This paper presents ...
Ensemble Learning Head Movements Male Fixation, Ocular Eye Movements Databases, Factual Child Child, Preschool Autism Spectrum Disorder Humans Robotics Female Machine Learning Autistic Disorder Algorithms
View on PubMed DOI

Two-tier nature inspired optimization-driven ensemble of deep learning models for effective autism spectrum disorder diagnosis in disabled persons.

Scientific reports Mar 24, 2025
Autism spectrum disorder (ASD) includes a varied set of neuropsychiatric illnesses. This disorder is described by a definite grade of loss in social communication, academic functioning, personal contact, and limited and repetitive behaviours. Individ...
Autism Spectrum Disorder Male Deep Learning Persons with Disabilities Humans Machine Learning Algorithms
View on PubMed DOI

Capsule DenseNet++: Enhanced autism detection framework with deep learning and reinforcement learning-based lifestyle recommendation.

Computers in biology and medicine Mar 21, 2025
Autism Spectrum Disorder (ASD) is a complex neurological condition that impairs the ability to interact, communicate, and behave. It is becoming increasingly prevalent worldwide, with an increase in the number of young children diagnosed with ASD in ...
Humans Algorithms Child, Preschool Child Autistic Disorder Deep Learning Autism Spectrum Disorder Life Style Convolutional Neural Networks Female Saudi Arabia Reinforcement, Psychology Male
View on PubMed DOI

Heterogeneous Graph Representation Learning Framework for Resting-State Functional Connectivity Analysis.

IEEE transactions on medical imaging Mar 17, 2025
Brain functional connectivity analysis is important for understanding brain development and brain disorders. Recent studies have suggested that the variations of functional connectivity among multiple subnetworks are closely related to the developmen...
Algorithms Magnetic Resonance Imaging Humans Autism Spectrum Disorder Connectome Machine Learning Brain Nerve Net
View on PubMed DOI
Popular Topics
Recent Journals